BriefGPT.xyz
Sep, 2022
利用语言模型和变形金刚学习国际象棋
Learning Chess With Language Models and Transformers
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Michael DeLeo, Erhan Guven
TL;DR
本研究使用基于文本的记号表示来实现棋盘和其位置的表述,随后应用BERT模型在Nim和国际象棋游戏中实现无监督学习和玩家行为检测。研究结果表明,该模型已经实践证明在A类评级水平中已经可以与Stockfish进行胜负对抗了。
Abstract
Representing a board game and its positions by
text-based notation
enables the possibility of
nlp applications
. Language models, can help gain insight into a variety of interesting problems such as
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